Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.8531746 0.5626984
bt 0.8119048 0.4912698
maxnet 0.8313492 0.5746032
gam 0.8095238 0.5769841
glm 0.7162698 0.4000000

Variable Importance